#

classical-machine-learning

Here are 21 public repositories matching this topic...

mohsin-riad / Epileptic-Seizure-Recognition

The aim of this repo is to contribute to the diagnosis of epilepsy by taking advantage of the engineering. So, for diagnosing of epileptic seizures from EEG signals are transformed discrete wavelet and auto regressive models. After these transformations, extract data is applied input for Back-propagation, k-Nearest Neighbor (k-NN), Support Vecto…

svm linear-regression lstm rnn knn kaggle-dataset epileptic epileptic-seizures mohsin-riad classical-machine-learning epileptic-seizures-recognition epileptic-seizure-detection

Updated Apr 13, 2022
Jupyter Notebook

mjmaher987 / Machine-Learning

Advanced topics in ML

machine-learning deep-learning neural-networks unsupervised-learning nlp-machine-learning self-supervised-learning classical-machine-learning

Updated Nov 16, 2023
Jupyter Notebook

AindriyaBarua / Contextual-vs-Non-Contextual-Word-Embeddings-For-Hindi-NER-With-WebApp

Non-contextual : Word2Vec, FastText Contextual : BERT, RoBERTa, ELECTRA, CamemBERT, Distil-BERT, XLM-RoBERTa Analyzed embedding models, used the best one to build a Flask web app for Hindi NER and data collection from user feedback, deployed on AWS.

nlp machine-learning natural-language-processing deep-learning word2vec word-embeddings transformer flask-application fasttext hacktoberfest bert classical-machine-learning indic-nlp

Updated Oct 18, 2021
Python

mava123-0 / Machine-Learning-Projects

deep-learning classical-machine-learning

Updated Mar 12, 2023
Jupyter Notebook

Thehunk1206 / Classical-ML-Algorithms

Collection of some classical Machine learning Algorithms.

python machine-learning numpy linear-regression scikit-learn sklearn dimensionality-reduction logistic-regression gradient-descent eigenvectors support-vector-machines principal-component-analysis optimization-algorithms kmeans-clustering singular-value-decomposition lagrangian imagecompression k-nearest-neighbor-classifier classification-metrics classical-machine-learning

Updated Jan 13, 2022
Jupyter Notebook

yash-dahima / CSE523-Machine-Learning-2023-Air-Quality-Prediction

This repository contains codes, datasets, results, and reports of a machine learning project on air quality prediction.

machine-learning machine-learning-algorithms air-quality principal-component-analysis correlation-matrix gradient-boosting-regressor air-quality-prediction kernel-based-methods model-evaluation-metrics classical-machine-learning

Updated Apr 15, 2023
Python

smart-primate / Linear_Regression_Bike_Sharing

Project to learn linear regression using python, statsmodels and scikit-learn

python linear-regression sklearn classical-machine-learning

Updated Apr 2, 2022
Jupyter Notebook

prathwik0 / AML

Classical Machine Learning Concepts + Basic WebScraping + Numpy and Pandas libraries

numpy scikit-learn pandas scrapy beautifulsoup webscraping classical-machine-learning

Updated Aug 22, 2023
Jupyter Notebook

di-mi-ta / pylearn_ml191

pylearn_ml191: An implementation of some classical machine learning algorithm

numpy implementation-from-scratch classical-machine-learning

Updated Aug 25, 2021
Jupyter Notebook

Tikhon-Radkevich / CourseYandexML

These training sessions in machine learning, conducted by Yandex, are dedicated to classical machine learning. This offers an opportunity to reinforce theoretical knowledge through practice on training tasks.

decision-tree ensemble-model linear-models boosting bagging regularization-methods permutation-importance classical-machine-learning

Updated Feb 10, 2024
Jupyter Notebook

VGriga / credit-scoring-binary

binary classification classical-machine-learning

Updated Aug 22, 2023
Jupyter Notebook

smart-primate / Telecom_Churn_Case_Study

A case study to identify the major factors which indicate that a customer is about to leave a mobile network. Subsequently, a model is built to predict churn customers in the future.

python sklearn principal-component-analysis tree-models classical-machine-learning

Updated Apr 3, 2022
Jupyter Notebook

VGriga / metro_traffic_volume

regression classical-machine-learning

Updated Aug 22, 2023
Jupyter Notebook

rishz09 / prml-course-project

Handwritten Digit Classification on MNIST Dataset, Utilising Only Traditional Machine Learning Techniques

machine-learning mnist course-project mnist-classification digit-classification traditional-machine-learning classical-machine-learning

Updated May 11, 2024
Jupyter Notebook

smart-primate / House_Price_Prediction

An attempt at identifying the features which most affect house prices and create a model which can predict house prices.

python sklearn classical-machine-learning

Updated Apr 2, 2022
Jupyter Notebook

nekcht / ml-classic-scratch

Ordinary Least Squares, Ridge Regression, Expectation Maximization, Full Bayesian Inference, Bayes Classifiers, kNN, and MLP core algorithms from scratch. Some auxiliary functions are also used.

expectation-maximization ols ridge-regression bayes-classifier multi-layer-perceptron machine-learning-from-scratch k-nearest-neighbors ordinary-least-squares implementation-from-scratch classical-machine-learning full-bayesian-inference classic-ml-scratch

Updated Dec 2, 2023
Jupyter Notebook

fmenat / ExoplanetDetection

Public Repository for Exoplanet Detection with Classical Machine Learning Approaches

machine-learning feature-extraction exoplanet-detection classical-machine-learning

Updated May 14, 2020
Jupyter Notebook

subhalingamd / nlp-tweet-sentiment

Sentiment categorization system using classical ML algorithms for tweets | A2 for COL772 course (Fall 21)

nlp sentiment-classification tweet-sentiment-analysis classical-machine-learning col772

Updated Dec 2, 2021
Python

SevdanurGENC / ML-Vs-QML

It will be shown how to train a quantum machine learning model to overcome a classification problem.

quantum-machine-learning classical-machine-learning

Updated Jul 17, 2023
Jupyter Notebook

SharathHebbar / The-Algorithmic-Alchemist

A open source playground for classical Machine Learning Stuffs

playground machine-learning clustering regression classification classical-machine-learning

Updated Nov 14, 2023
Jupyter Notebook

Improve this page

Add a description, image, and links to the classical-machine-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the classical-machine-learning topic, visit your repo's landing page and select "manage topics."